Triple
T3274019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luangwa River |
E68715
|
entity |
| Predicate | supportsProtectedArea |
P855
|
FINISHED |
| Object |
North Luangwa National Park
North Luangwa National Park is a remote and wildlife-rich conservation area in northeastern Zambia, renowned for its pristine wilderness and populations of large mammals such as elephants, lions, and black rhinos.
|
E355784
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: North Luangwa National Park | Statement: [Luangwa River, supportsProtectedArea, North Luangwa National Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Luangwa National Park Context triple: [Luangwa River, supportsProtectedArea, North Luangwa National Park]
-
A.
South Luangwa National Park
South Luangwa National Park is a renowned wildlife reserve in eastern Zambia, famous for its high densities of big game, walking safaris, and unspoiled Luangwa River ecosystem.
-
B.
Hwange National Park
Hwange National Park is Zimbabwe’s largest and oldest national park, renowned for its vast elephant populations and diverse wildlife-rich savanna landscapes.
-
C.
Kazinga National Park
Kazinga National Park is the former name of Uganda’s Queen Elizabeth National Park, a major East African wildlife reserve known for its diverse ecosystems and abundant animal species.
-
D.
Liwonde National Park
Liwonde National Park is one of Malawi’s premier wildlife reserves, renowned for its rich biodiversity, riverine landscapes along the Shire River, and populations of elephants, hippos, and diverse birdlife.
-
E.
Nyika National Park
Nyika National Park is a high-altitude protected area in northern Malawi known for its rolling grassland plateau, rich biodiversity, and populations of antelope, zebra, and leopards.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: North Luangwa National Park Triple: [Luangwa River, supportsProtectedArea, North Luangwa National Park]
Generated description
North Luangwa National Park is a remote and wildlife-rich conservation area in northeastern Zambia, renowned for its pristine wilderness and populations of large mammals such as elephants, lions, and black rhinos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Luangwa National Park Target entity description: North Luangwa National Park is a remote and wildlife-rich conservation area in northeastern Zambia, renowned for its pristine wilderness and populations of large mammals such as elephants, lions, and black rhinos.
-
A.
South Luangwa National Park
South Luangwa National Park is a renowned wildlife reserve in eastern Zambia, famous for its high densities of big game, walking safaris, and unspoiled Luangwa River ecosystem.
-
B.
Hwange National Park
Hwange National Park is Zimbabwe’s largest and oldest national park, renowned for its vast elephant populations and diverse wildlife-rich savanna landscapes.
-
C.
Kazinga National Park
Kazinga National Park is the former name of Uganda’s Queen Elizabeth National Park, a major East African wildlife reserve known for its diverse ecosystems and abundant animal species.
-
D.
Liwonde National Park
Liwonde National Park is one of Malawi’s premier wildlife reserves, renowned for its rich biodiversity, riverine landscapes along the Shire River, and populations of elephants, hippos, and diverse birdlife.
-
E.
Nyika National Park
Nyika National Park is a high-altitude protected area in northern Malawi known for its rolling grassland plateau, rich biodiversity, and populations of antelope, zebra, and leopards.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad859b54f881909bf530d549caf2fd |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adaff74af88190809313743b439ff0 |
completed | March 8, 2026, 5:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bb1c468819083b50b5858f8afe0 |
completed | March 12, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69b34ff5a3608190bf8f33ae25b3d1ba |
completed | March 12, 2026, 11:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b350b528e4819083497ecfaec5c80d |
completed | March 12, 2026, 11:48 p.m. |
Created at: March 8, 2026, 3:10 p.m.